Fold 0
Model 0 best validation auc = 0.746948 on epoch 3
Model 0 test auc = 0.898856
Ensemble test auc = 0.898856
Fold 1
Model 0 best validation auc = 0.738028 on epoch 0
Model 0 test auc = 0.708609
Ensemble test auc = 0.708609
Fold 2
Model 0 best validation auc = 0.720657 on epoch 96
Model 0 test auc = 0.794401
Ensemble test auc = 0.794401
Fold 3
Model 0 best validation auc = 0.720657 on epoch 3
Model 0 test auc = 0.836845
Ensemble test auc = 0.836845
Fold 4
Model 0 best validation auc = 0.715962 on epoch 3
Model 0 test auc = 0.859121
Ensemble test auc = 0.859121
Fold 5
Model 0 best validation auc = 0.745305 on epoch 14
Model 0 test auc = 0.868754
Ensemble test auc = 0.868754
Fold 6
Model 0 best validation auc = 0.732864 on epoch 61
Model 0 test auc = 0.764600
Ensemble test auc = 0.764600
Fold 7
Model 0 best validation auc = 0.735211 on epoch 3
Model 0 test auc = 0.821794
Ensemble test auc = 0.821794
Fold 8
Model 0 best validation auc = 0.721596 on epoch 113
Model 0 test auc = 0.773028
Ensemble test auc = 0.773028
Fold 9
Model 0 best validation auc = 0.732864 on epoch 3
Model 0 test auc = 0.879591
Ensemble test auc = 0.879591
10-fold cross validation
	Seed 0 ==> test auc = 0.898856
	Seed 1 ==> test auc = 0.708609
	Seed 2 ==> test auc = 0.794401
	Seed 3 ==> test auc = 0.836845
	Seed 4 ==> test auc = 0.859121
	Seed 5 ==> test auc = 0.868754
	Seed 6 ==> test auc = 0.764600
	Seed 7 ==> test auc = 0.821794
	Seed 8 ==> test auc = 0.773028
	Seed 9 ==> test auc = 0.879591
Overall test auc = 0.820560 +/- 0.056832
Elapsed time = 0:03:05
